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Table 10 Error analysis of relation extraction

From: A neural joint model for entity and relation extraction from biomedical text

Task

Error type

%

ADE

FP

Entities incorrectly recognized

55.7

  

Entities correct, relations wrong

3.1

 

FN

Entities not found

40.7

  

Entities found, relations not found

0.5

 

Total

 

100

BB

FP

Entities incorrectly recognized

22.7

  

Entities correct, relations wrong

15.2

 

FN

Entities not found

43.7

  

Entities found, relations not found

18.4

 

Total

 

100